D
Driven
AI Investment Agent — Your Investment Team, Driven by You.
Used by PMs managing $500M+260+ Investment APIsMulti-Model AI (Claude, Gemini, GPT)Supports US, HK, A-share equitiesInstitutional-Grade Skills
Opportunity score
68/100
High potential in a booming AI+finance market, but extreme competition, trust hurdles, and regulatory risk temper the score.
Founder verdict
MAYBE
Driven is a bold, well-executed vision for AI-assisted investing, but the path to profitability is narrow and fraught with trust and regulatory challenges; a niche, community-first approach is a smarter bet.
What is Driven?
Driven is an AI-powered investment research and trading platform that replaces fragmented tools with a team of AI agents. It orchestrates multiple large language models (Claude, Gemini, GPT) and over 260 investment data APIs to provide institutional-grade research, monitoring, strategy building, and conversation-based trade execution. Designed for active retail investors and portfolio managers, it offers a Skill Store for community-created analytical skills, proactive 24/7 monitoring, autonomous execution (paper trading now, live trading soon), and long-term memory to evolve strategies. It positions itself not as a simple financial chatbot but as a full AI investment team, with early traction evidenced by mentions from influential fintech builders and portfolio managers managing over $500M in assets.
Get the full Driven playbook
The complete reverse-engineering — what to copy, what to avoid, and exactly what to build instead.
- Full opportunity score across 8 dimensions
- The real problem & why customers pay
- Why it's winning — with evidence
- Complete business reverse-engineering
- Competitive advantages & moat analysis
- Weaknesses, risks & what to avoid
- Clone strategy — what to build instead
- Week-by-week MVP roadmap
- Recommended technical stack
- Founder verdict & highest-leverage move